Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm
As the usage and development of wireless sensor networks increases, problems related to these networks are becoming apparent. Dynamic deployment is one of the main topics that directly affects the performance of the wireless sensor networks. In this paper, biogeography-based optimization is applied...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2012-06-01
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| Series: | Journal of Sensor and Actuator Networks |
| Subjects: | |
| Online Access: | http://www.mdpi.com/2224-2708/1/2/86 |
| _version_ | 1811234663938654208 |
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| author | Luo Liu Hong Duan Lihong Guo Gaige Wang Heqi Wang |
| author_facet | Luo Liu Hong Duan Lihong Guo Gaige Wang Heqi Wang |
| author_sort | Luo Liu |
| collection | DOAJ |
| description | As the usage and development of wireless sensor networks increases, problems related to these networks are becoming apparent. Dynamic deployment is one of the main topics that directly affects the performance of the wireless sensor networks. In this paper, biogeography-based optimization is applied to the dynamic deployment of static and mobile sensor networks to achieve better performance by trying to increase the coverage area of the network. A binary detection model is considered to obtain realistic results while computing the effectively covered area. Performance of the algorithm is compared with that of the artificial bee colony algorithm, Homo-H-VFCPSO and stud genetic algorithm that are also population-based optimization algorithms. Results show biogeography-based optimization can be preferable in the dynamic deployment of wireless sensor networks. |
| first_indexed | 2024-04-12T11:39:30Z |
| format | Article |
| id | doaj.art-20e08e34ae9f4d289e6661ef28bb792a |
| institution | Directory Open Access Journal |
| issn | 2224-2708 |
| language | English |
| last_indexed | 2024-04-12T11:39:30Z |
| publishDate | 2012-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Sensor and Actuator Networks |
| spelling | doaj.art-20e08e34ae9f4d289e6661ef28bb792a2022-12-22T03:34:42ZengMDPI AGJournal of Sensor and Actuator Networks2224-27082012-06-0112869610.3390/jsan1020086Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization AlgorithmLuo LiuHong DuanLihong GuoGaige WangHeqi WangAs the usage and development of wireless sensor networks increases, problems related to these networks are becoming apparent. Dynamic deployment is one of the main topics that directly affects the performance of the wireless sensor networks. In this paper, biogeography-based optimization is applied to the dynamic deployment of static and mobile sensor networks to achieve better performance by trying to increase the coverage area of the network. A binary detection model is considered to obtain realistic results while computing the effectively covered area. Performance of the algorithm is compared with that of the artificial bee colony algorithm, Homo-H-VFCPSO and stud genetic algorithm that are also population-based optimization algorithms. Results show biogeography-based optimization can be preferable in the dynamic deployment of wireless sensor networks.http://www.mdpi.com/2224-2708/1/2/86biogeography-based optimizationwireless sensor networksdynamic deploymentbinary detection model |
| spellingShingle | Luo Liu Hong Duan Lihong Guo Gaige Wang Heqi Wang Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm Journal of Sensor and Actuator Networks biogeography-based optimization wireless sensor networks dynamic deployment binary detection model |
| title | Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm |
| title_full | Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm |
| title_fullStr | Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm |
| title_full_unstemmed | Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm |
| title_short | Dynamic Deployment of Wireless Sensor Networks by Biogeography Based Optimization Algorithm |
| title_sort | dynamic deployment of wireless sensor networks by biogeography based optimization algorithm |
| topic | biogeography-based optimization wireless sensor networks dynamic deployment binary detection model |
| url | http://www.mdpi.com/2224-2708/1/2/86 |
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